Wispr Flow Voice-to-Text API Tuning

v20260423

wispr-cost-tuning

This guide provides detailed instructions for optimizing cost and implementing voice-to-text API integrations using Wispr Flow. It covers best practices for WebSocket streaming, REST API usage, context awareness (like programming code), and robust error handling, helping developers build advanced voice-powered applications.

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Overview

Wispr Flow Cost Tuning

Overview

Guidance for cost tuning with Wispr Flow voice-to-text API.

Instructions

Key Wispr Flow Concepts

WebSocket API: wss://api.wisprflow.ai/api/v1/ws (recommended, low latency)
REST API: POST /api/v1/transcribe (simpler, higher latency)
Auth: API key (backend) or access token (client-side)
Audio format: 16kHz mono PCM preferred
Context awareness: Understands code, CLI commands, dev jargon
Platforms: Mac, Windows, iOS, browser API

Error Handling

Error	Cause	Solution
`401 Unauthorized`	Invalid key	Check at wisprflow.ai/developers
WebSocket closed	Network issue	Reconnect with backoff
Poor accuracy	Wrong context	Set context to 'programming' for code

Resources

Next Steps

See related Wispr Flow skills for more patterns.

Info

Category Artificial Intelligence

Name wispr-cost-tuning

Version v20260423

Size 1.49KB

Source jeremylongshore/claude-code-plugins-plus-skills

Updated At 2026-04-28